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Issues list

Variable sequence length enhancement New feature or request new feature Proposing to add a new feature
#139 opened May 29, 2023 by GrgicevicLukaNTNU
@WenjieDu @GrgicevicLukaNTNU
2
Add access for explainability (TimeSHAP) enhancement New feature or request new feature Proposing to add a new feature
#161 opened Jul 18, 2023 by edpclau
3
Add the model CDSA enhancement New feature or request help wanted Extra attention is needed new algo Proposing to add a new model/algorithm
#218 opened Oct 18, 2023 by wx0chan
1 task
Future releases
@WenjieDu @wx0chan
2
Include more useful information in saved model files enhancement New feature or request new feature Proposing to add a new feature
#237 opened Nov 12, 2023 by WenjieDu
Add the Model MICE enhancement New feature or request new algo Proposing to add a new model/algorithm
#296 opened Jan 15, 2024 by yy3019
1 task done
@yy3019
1
Enable PyPOTS to work on the anomaly/outlier detection task enhancement New feature or request new feature Proposing to add a new feature
#358 opened Apr 19, 2024 by WenjieDu
@WenjieDu
Add SeFT as a classification model enhancement New feature or request help wanted Extra attention is needed
#363 opened Apr 25, 2024 by WenjieDu
1 task done
@WenjieDu @Justin0388
2
Add PITS enhancement New feature or request help wanted Extra attention is needed new algo Proposing to add a new model/algorithm
#392 opened May 9, 2024 by WenjieDu
1 task done
@WenjieDu
Add UniTS enhancement New feature or request help wanted Extra attention is needed new algo Proposing to add a new model/algorithm
#396 opened May 9, 2024 by WenjieDu
1 task done
@WenjieDu
Add TimesURL enhancement New feature or request help wanted Extra attention is needed new algo Proposing to add a new model/algorithm
#398 opened May 9, 2024 by WenjieDu
1 task done
@WenjieDu
Discussion on model hyperparameter optimization (HPO) with PyPOTS and NNI discussion documentation Improvements or additions to documentation keep Keep this issue away from being stale.
#408 opened May 11, 2024 by Justin0388
3
Allow for time series reconsturction output after the imputation enhancement New feature or request new feature Proposing to add a new feature
#418 opened May 20, 2024 by Six-Persimmon
@WenjieDu @Six-Persimmon
Add ImputeFormer enhancement New feature or request new algo Proposing to add a new model/algorithm
#451 opened Jun 29, 2024 by WenjieDu
1 task done
1
PyPOTS_Tutorials.ipynb on Colab bug Something isn't working
#495 opened Aug 15, 2024 by eroell
1 of 2 tasks
@WenjieDu
5
Imputation "recipe" for CSDI imputation (or probablistic imputers)? enhancement New feature or request new feature Proposing to add a new feature
#532 opened Oct 2, 2024 by petteriTeikari
1
Add support to masking only specified variables during training enhancement New feature or request new feature Proposing to add a new feature
#541 opened Nov 1, 2024 by IncubatorShokuhou
1
Enable CSAI and others to work on the clustering task enhancement New feature or request new feature Proposing to add a new feature
#553 opened Nov 28, 2024 by LinglongQian
Data and model are not sent to the correct device when multiple devices are being used bug Something isn't working
#575 opened Feb 24, 2025 by giacomoguiduzzi
1 of 2 tasks
@giacomoguiduzzi @WenjieDu
3
Add TS2Vec enhancement New feature or request new algo Proposing to add a new model/algorithm
#584 opened Mar 3, 2025 by WenjieDu
1 task done
@WenjieDu
Replace Microsoft NNI with another hyperparameter optimization toolkit enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#589 opened Mar 3, 2025 by WenjieDu
Implement integrated algorithms for forecasting enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#596 opened Mar 4, 2025 by WenjieDu
@WenjieDu
Model is not completely moved to a different device when using .cuda() or .cpu() bug Something isn't working
#599 opened Mar 5, 2025 by giacomoguiduzzi
1 of 2 tasks
Time Series Generation question Further information is requested
#601 opened Mar 6, 2025 by littlestone111
2
Add a unified config file for PyPOTS Ecosystem enhancement New feature or request new feature Proposing to add a new feature
#609 opened Mar 7, 2025 by WenjieDu
@WenjieDu
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